{"id":"W4378976089","doi":"10.1080/14787210.2023.2220964","title":"Part 1: Mucormycosis: prevalence, risk factors, clinical features, and diagnosis","year":2023,"lang":"en","type":"review","venue":"Expert Review of Anti-infective Therapy","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mucormycosis; Mucorales; Zygomycosis; Medicine; Dermatology; Intensive care medicine; Surgery; Amphotericin B; Antifungal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002478138,0.0009533014,0.006866577,0.0002008605,0.000150213,0.00002633735,0.0003265491,0.0006329751,0.0004195024],"category_scores_gemma":[0.002230362,0.0005836795,0.002650508,0.0007604431,0.0005429856,0.0001283891,0.000129511,0.001189634,0.00007288213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179203,"about_ca_system_score_gemma":0.0004797162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001160526,"about_ca_topic_score_gemma":0.000009626351,"domain_scores_codex":[0.9939144,0.001583887,0.002123809,0.001253057,0.0006228559,0.000501986],"domain_scores_gemma":[0.994309,0.002249252,0.001444912,0.001323944,0.0003468963,0.0003259798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003613242,0.0005490587,0.056175,0.1493728,0.001440273,0.00002001749,0.00007493577,1.697857e-9,4.542474e-7,0.00002365034,0.02619698,0.7661107],"study_design_scores_gemma":[0.0004098525,0.0006504515,0.03586034,0.218527,0.001310557,0.00001823734,0.00001647134,6.775858e-8,0.000008173534,0.00001389531,0.7427726,0.0004123746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009740982,0.9934313,0.000006510193,0.00006477619,0.0005879876,0.004223901,0.0003215868,0.0001431222,0.0002467117],"genre_scores_gemma":[0.00006024468,0.9976487,0.00006871669,0.0004132947,0.0006460793,0.0005194795,0.0001805178,0.0001387268,0.0003242583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7656984,"threshold_uncertainty_score":0.9996614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023941964887182,"score_gpt":0.448617742508279,"score_spread":0.3462235460195608,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}